A Preliminary Study on the Use of Generative Artificial Intelligence to Enrich Dashboards

Mikel Villamañe, Aitor Renobales-Irusta, Ainhoa Alvarez

2025 - Proceedings of the 17th International Conference on Computer Supported Education (CSEDU 2025)

Ponencia

Línea investigación:
Mejora de procesos educativos mediante la integración de analítica del aprendizaje
Autores (p.o. de firma):
Mikel Villamañe, Aitor Renobales-Irusta, Ainhoa Alvarez
Descripción:

The use of dashboards to show information to teachers in educational environments is a widespread technique. However, teachers often have problems to understand the charts and therefore to take decisions based on the information shown. This is, often dashboards just show information and do not help teachers to interpret which problems do students have with the course and, consequently, dashboards do not assist teachers to provide adequate interventions. In this context, the aim of this work is to analyse whether the use of Generative artificial intelligence (GenAI) can help teachers understanding dashboards and decide in turn when to provide interventions and what kind of interventions could be the most beneficial for the students.

Año publicación:
2025
Página inicio:
265
Página fin:
272
ISBN - ISSN:
978-989-758-746-7
URL fichero:
https://zenodo.org/records/15187807
Nombre publicación:
Proceedings of the 17th International Conference on Computer Supported Education (CSEDU 2025)
Nombre congreso:
International Conference on Computer Supported Education (CSEDU 2025)
Lugar celebración:
Oporto
País:
Portugal
Fecha inicio:
2025-04-01
Fecha fin:
2025-04-03